Updated Machine Learning Templates for R

As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly. Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, I have pulled together a set of project templates that can be used to support regression ML problems using R. Version […]

Honest Signals

In his podcast, Akimbo [https://www.akimbo.me/], Seth Godin teaches us how to adopt a posture of possibility, change the culture, and choose to make a difference. Here are my takeaways from the episode. Through the evolution process, animals have developed various traits that serve as signals to others. Some signals are useful to fend off predators, […]

Multi-Class Classification Model for Human Activity Recognition with Smartphone Using R Take 4

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we […]

Multi-Class Classification Model for Human Activity Recognition with Smartphone Using Python Take 4

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we […]

日常

(從我的一個喜歡與尊敬的作家,賽斯 高汀) 你每一天都能為你自己建立資產嗎? 每一天嗎? 是什麼造就了屬於你的另一部分知識產權? 是什麼使您擁有的資產轉換成更有價值的東西? 你真正學到了些什麼? 每一天可以累積成很多天。從長遠來看,這也很容易讓我們自已再拖延一天。 但是長遠是從短期持之以恆來累積出來的。

Multi-Class Classification Model for Human Activity Recognition with Smartphone Using R Take 3

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we […]

Drucker on Executive Realities

In his book, The Essential Drucker: The Best of Sixty Years of Peter Drucker’s Essential Writings on Management, Peter Drucker analyzed the ways that management practices and principles affect the performance of organizations, individuals, and society. The book covers the basic principles of management and gives professionals the tools to perform the tasks that the […]